Foundation Models

Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025 Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025 Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models EMNLP 2025 Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism ICML 2025 Understanding Token Probability Encoding in Output Embeddings COLING 2025 Unearthing Skill-level Insights for Understanding Trade-offs of Foundation Models ICLR 2025 Unequal Scientific Recognition in the Age of LLMs EMNLP 2025 Uni4D: Unifying Visual Foundation Models for 4D Modeling from a Single Video CVPR 2025 UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025 UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model NAACL 2025 Unified Open-World Segmentation with Multi-Modal Prompts ICCV 2025 Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets RSS 2025 Unifying Mixture of Experts and Multi-Head Latent Attention for Efficient Language Models EMNLP 2025 UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing CVPR 2025 Universal Actions for Enhanced Embodied Foundation Models CVPR 2025 Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025 Unleashing the Potential of Multi-modal Foundation Models and Video Diffusion for 4D Dynamic Physical Scene Simulation CVPR 2025 Unleashing the Reasoning Potential of LLMs by Critique Fine-Tuning on One Problem EMNLP 2025 Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation AAAI 2025 Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts NAACL 2025 Unlocking LLMs’ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation ACL 2025 Unlocking the Power of SAM 2 for Few-Shot Segmentation ICML 2025 Unpacking Let Alone: Human-Scale Models Generalize to a Rare Construction in Form but not Meaning EMNLP 2025 Unraveling the Influence of Training Data and Internal Structures in Large Language Models for Enhanced Explainability (Student Abstract) AAAI 2025 Unsupervised Discovery of Facial Landmarks and Head Pose CVPR 2025